Muhammad Ali Hasan@Pulse_Trail6jx8

The AI Flood Prediction Bot collects real-time flood data from the internet using Python, focusing on cities in Pakistan affected by past floods. It analyzes historical flood trends, rainfall patterns, river water levels, and weather conditions to predict potential flood risks. By using DeepSeek as the base model, the bot provides alerts and risk assessments, helping authorities and residents take preventive measures. This system enhances disaster preparedness, helps reduce damages, and supports effective decision-making in flood-prone areas by offering accurate and data-driven flood predictions.

The School Network Planner is a tool designed to enhance internet connectivity in schools, ensuring a smooth and uninterrupted learning experience for both students and teachers. In today’s digital age, stable and fast internet is vital for effective learning, especially with the increasing reliance on online education and digital resources. The planner uses data-driven insights to provide personalized network solutions tailored to the specific needs of each school. By collecting basic information such as the school name, village location, the number of classrooms, and the total number of students, the tool accesses a database to analyze the network requirements. It then recommends the most suitable Wi-Fi speed and bandwidth to ensure optimal connectivity for the entire school. The system considers factors such as peak internet usage times and high-demand areas like computer labs and staff rooms. This project specifically focuses on schools in the Sargodha region of Punjab, Pakistan. We used Python to gather and process the data, ensuring that the recommendations are based on accurate and up-to-date information about the region’s schools. This allows the planner to offer precise and effective solutions for each school’s unique setup. The planner also offers valuable advice on managing class schedules to prevent network congestion. It recommends distributing high-bandwidth activities, such as online lessons, across different time slots to ensure smooth internet use without interruptions. Additionally, it provides tips on prioritizing internet usage for classrooms that require more connectivity, helping schools efficiently manage their network resources. In conclusion, the School Network Planner empowers school administrators in the Sargodha region to optimize their internet systems, ensuring a reliable and cost-effective network for enhanced learning outcomes.

⏱️ 2 days to explore and create innovative applications powered by DeepSeek's advanced AI search capabilities. 🌟 Receive guidance from expert mentors who will support you throughout the challenge. 🤝 Collaborate with others or work independently to bring your groundbreaking ideas to life. 🏆 Compete for an opportunity to participate in the prestigious lablab NEXT acceleration program. 🧑‍💻 Secure your spot now and dive into the transformative world of AI-driven insights with DeepSeek!

🕒 2 days to innovate and build groundbreaking applications using the latest generative AI tools 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🏆 Win an opportunity to participate in the Lablab NEXT acceleration program. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🔍Create AI-driven solutions using open-source technologies to optimize public sector network management—planning, procurement, and maintenance—for scalable, sustainable school connectivity in underserved regions. 📅 Join us January 24-26: Participate online or in person in Geneva to develop innovative solutions with peers globally. 👨‍🏫 Work alongside industry mentors for insights and guidance on your projects. 🏆 Compete for a chance to join the Lablab NEXT incubator program! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!